Astrometry and exoplanets in the Gaia era: a Bayesian approach to detection and parameter recoveryP. Ranalli, D. Hobbs and L. LindegrenA&A, 614 (2018) A30DOI: https://doi.org/10.1051/0004-6361/201730921